Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-11-17 00:00:00+00:00 0.120642 0.131088 0.142304 0.155287 0.169962 0.186103 0.205296
2024-11-24 00:00:00+00:00 0.102997 0.117068 0.133161 0.153107 0.177418 0.206423 0.244160
2024-12-01 00:00:00+00:00 0.091078 0.106711 0.125381 0.149668 0.180949 0.220643 0.276110
2024-12-08 00:00:00+00:00 0.081692 0.097873 0.117830 0.144760 0.180972 0.229252 0.300838
2024-12-15 00:00:00+00:00 0.075975 0.092811 0.114173 0.143965 0.185633 0.243828 0.335212
2024-12-22 00:00:00+00:00 0.070576 0.087583 0.109665 0.141312 0.187069 0.253585 0.363488
2024-12-29 00:00:00+00:00 0.067482 0.085057 0.108409 0.142811 0.194282 0.272316 0.408531
2025-01-05 00:00:00+00:00 0.063112 0.080470 0.103930 0.139215 0.193404 0.278293 0.433118
2025-01-12 00:00:00+00:00 0.058904 0.075820 0.099010 0.134500 0.190224 0.280013 0.450217
2025-01-19 00:00:00+00:00 0.055431 0.071981 0.094972 0.130738 0.188089 0.283048 0.470013
2025-01-26 00:00:00+00:00 0.055137 0.072577 0.097306 0.136772 0.202206 0.315408 0.552749
2025-02-02 00:00:00+00:00 0.055873 0.074663 0.101922 0.146708 0.223882 0.364506 0.682948
2025-02-09 00:00:00+00:00 0.053893 0.072828 0.100773 0.147706 0.231023 0.389186 0.770623
2025-02-16 00:00:00+00:00 0.051110 0.069674 0.097442 0.144899 0.231184 0.400565 0.831321
2025-02-23 00:00:00+00:00 0.048464 0.066579 0.094000 0.141602 0.230040 0.409078 0.887753
2025-03-02 00:00:00+00:00 0.045769 0.063269 0.090015 0.137038 0.225966 0.410673 0.926032
2025-03-09 00:00:00+00:00 0.044102 0.061454 0.088305 0.136298 0.229203 0.428885 1.019497
2025-03-16 00:00:00+00:00 0.042216 0.059202 0.085750 0.133837 0.228711 0.438481 1.090501
2025-03-23 00:00:00+00:00 0.041223 0.058301 0.085349 0.135228 0.236213 0.468406 1.242974
2025-03-30 00:00:00+00:00 0.039409 0.056011 0.082510 0.131891 0.233416 0.472422 1.305460
2025-04-06 00:00:00+00:00 0.037522 0.053529 0.079230 0.127513 0.227962 0.468833 1.338186
2025-04-13 00:00:00+00:00 0.035907 0.051428 0.076503 0.124016 0.224117 0.468949 1.387001
2025-04-20 00:00:00+00:00 0.035971 0.052051 0.078455 0.129623 0.241108 0.528801 1.729793